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二维全变差正则化整数最优控制中离散子问题的代码与数据仓库

Code and Data Repository for On Discrete Subproblems in Integer Optimal Control with Total Variation Regularization in Two Dimensions

INFORMS journal on computing · 2024
被引 1
人大 BUTD24ABS 3

中文导读

该仓库提供代码和数据,用于复现一篇关于二维全变差正则化整数最优控制中离散子问题的文章结果,需使用Gurobi 10.0.0及Python包。

Abstract

The goal of this repository to be able to trace and reproduce the results and plots in the referenced article. For the results in this article, we used the general purpose integer programming solver Gurobi version 10.0.0. In addition, you need to have the python packages pandas, numpy, scipy, and pybind11 installed to be able to build the code for computing the weights of the cutting planes from 5.1.1.

整数规划最优控制全变差正则化数值计算